Task 5139349
| Name | ParityModified-1619581236-16286-1_0 |
| Workunit | 3087135 |
| Created | 3 May 2021, 17:04:38 UTC |
| Sent | 11 May 2021, 19:29:45 UTC |
| Report deadline | 18 May 2021, 19:29:45 UTC |
| Received | 12 May 2021, 5:50:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 33 sec |
| CPU time | 57 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1 | Time: 1699.2 ms [2021-05-12 08:35:09 main:574] : INFO : Epoch 1542 | loss: 0.0312515 | val_loss: 0.031252 | Time: 1713.44 ms [2021-05-12 08:35:11 main:574] : INFO : Epoch 1543 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 1675.44 ms [2021-05-12 08:35:12 main:574] : INFO : Epoch 1544 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1713.78 ms [2021-05-12 08:35:14 main:574] : INFO : Epoch 1545 | loss: 0.0312518 | val_loss: 0.0312538 | Time: 1726.87 ms [2021-05-12 08:35:16 main:574] : INFO : Epoch 1546 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1721.95 ms [2021-05-12 08:35:17 main:574] : INFO : Epoch 1547 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1707.13 ms [2021-05-12 08:35:19 main:574] : INFO : Epoch 1548 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1731.99 ms [2021-05-12 08:35:21 main:574] : INFO : Epoch 1549 | loss: 0.0312514 | val_loss: 0.0312538 | Time: 1688.46 ms [2021-05-12 08:35:23 main:574] : INFO : Epoch 1550 | loss: 0.0312522 | val_loss: 0.0312505 | Time: 1694.17 ms [2021-05-12 08:35:24 main:574] : INFO : Epoch 1551 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 1694.01 ms [2021-05-12 08:35:26 main:574] : INFO : Epoch 1552 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 1694.08 ms [2021-05-12 08:35:28 main:574] : INFO : Epoch 1553 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1717.03 ms [2021-05-12 08:35:30 main:574] : INFO : Epoch 1554 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1669.95 ms [2021-05-12 08:35:31 main:574] : INFO : Epoch 1555 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1666.86 ms [2021-05-12 08:35:33 main:574] : INFO : Epoch 1556 | loss: 0.0312518 | val_loss: 0.0312518 | Time: 1727.88 ms [2021-05-12 08:35:35 main:574] : INFO : Epoch 1557 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1698.53 ms [2021-05-12 08:35:36 main:574] : INFO : Epoch 1558 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1694.91 ms [2021-05-12 08:35:38 main:574] : INFO : Epoch 1559 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1716.77 ms [2021-05-12 08:35:40 main:574] : INFO : Epoch 1560 | loss: 0.0312511 | val_loss: 0.031252 | Time: 1683.46 ms [2021-05-12 08:35:42 main:574] : INFO : Epoch 1561 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1688.83 ms [2021-05-12 08:35:43 main:574] : INFO : Epoch 1562 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1718.18 ms [2021-05-12 08:35:45 main:574] : INFO : Epoch 1563 | loss: 0.0312519 | val_loss: 0.0312527 | Time: 1706.85 ms [2021-05-12 08:35:47 main:574] : INFO : Epoch 1564 | loss: 0.0312518 | val_loss: 0.0312522 | Time: 1705 ms [2021-05-12 08:35:49 main:574] : INFO : Epoch 1565 | loss: 0.031253 | val_loss: 0.0312532 | Time: 1713.17 ms [2021-05-12 08:35:50 main:574] : INFO : Epoch 1566 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 1664.47 ms [2021-05-12 08:35:52 main:574] : INFO : Epoch 1567 | loss: 0.031252 | val_loss: 0.0312537 | Time: 1692.07 ms [2021-05-12 08:35:54 main:574] : INFO : Epoch 1568 | loss: 0.0312525 | val_loss: 0.0312518 | Time: 1710.72 ms [2021-05-12 08:35:56 main:574] : INFO : Epoch 1569 | loss: 0.0312539 | val_loss: 0.0312533 | Time: 1680.33 ms [2021-05-12 08:35:57 main:574] : INFO : Epoch 1570 | loss: 0.031251 | val_loss: 0.031251 | Time: 1726.72 ms [2021-05-12 08:35:59 main:574] : INFO : Epoch 1571 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 1712.11 ms [2021-05-12 08:36:01 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.031252 | Time: 1664.25 ms [2021-05-12 08:36:03 main:574] : INFO : Epoch 1573 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 1724.65 ms [2021-05-12 08:36:05 main:574] : INFO : Epoch 1574 | loss: 0.0312514 | val_loss: 0.0312522 | Time: 1702.11 ms [2021-05-12 08:36:06 main:574] : INFO : Epoch 1575 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1688.21 ms [2021-05-12 08:36:08 main:574] : INFO : Epoch 1576 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1723.54 ms [2021-05-12 08:36:10 main:574] : INFO : Epoch 1577 | loss: 0.031251 | val_loss: 0.0312556 | Time: 1671.4 ms [2021-05-12 08:36:12 main:574] : INFO : Epoch 1578 | loss: 0.0312525 | val_loss: 0.0312533 | Time: 1700.73 ms [2021-05-12 08:36:13 main:574] : INFO : Epoch 1579 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1708.81 ms [2021-05-12 08:36:15 main:574] : INFO : Epoch 1580 | loss: 0.031253 | val_loss: 0.0312554 | Time: 1695.76 ms [2021-05-12 08:36:17 main:574] : INFO : Epoch 1581 | loss: 0.031252 | val_loss: 0.0312528 | Time: 1705.85 ms [2021-05-12 08:36:19 main:574] : INFO : Epoch 1582 | loss: 0.0312523 | val_loss: 0.0312533 | Time: 1718.43 ms [2021-05-12 08:36:20 main:574] : INFO : Epoch 1583 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1674.15 ms [2021-05-12 08:36:22 main:574] : INFO : Epoch 1584 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1720.35 ms [2021-05-12 08:36:24 main:574] : INFO : Epoch 1585 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 1722.97 ms [2021-05-12 08:36:26 main:574] : INFO : Epoch 1586 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 1706.3 ms [2021-05-12 08:36:27 main:574] : INFO : Epoch 1587 | loss: 0.031252 | val_loss: 0.0312525 | Time: 1692.9 ms [2021-05-12 08:36:29 main:574] : INFO : Epoch 1588 | loss: 0.0312513 | val_loss: 0.031252 | Time: 1727.14 ms [2021-05-12 08:36:31 main:574] : INFO : Epoch 1589 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1678.95 ms [2021-05-12 08:36:33 main:574] : INFO : Epoch 1590 | loss: 0.0312517 | val_loss: 0.031251 | Time: 1729.23 ms [2021-05-12 08:36:34 main:574] : INFO : Epoch 1591 | loss: 0.0312518 | val_loss: 0.0312531 | Time: 1700.32 ms [2021-05-12 08:36:36 main:574] : INFO : Epoch 1592 | loss: 0.0312522 | val_loss: 0.0312505 | Time: 1700.5 ms [2021-05-12 08:36:38 main:574] : INFO : Epoch 1593 | loss: 0.0312521 | val_loss: 0.0312509 | Time: 1696.42 ms [2021-05-12 08:36:40 main:574] : INFO : Epoch 1594 | loss: 0.0312529 | val_loss: 0.0312538 | Time: 1659.41 ms [2021-05-12 08:36:41 main:574] : INFO : Epoch 1595 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1677.41 ms [2021-05-12 08:36:43 main:574] : INFO : Epoch 1596 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1699.74 ms [2021-05-12 08:36:45 main:574] : INFO : Epoch 1597 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1714.75 ms [2021-05-12 08:36:47 main:574] : INFO : Epoch 1598 | loss: 0.0312543 | val_loss: 0.0312577 | Time: 1703.75 ms [2021-05-12 08:36:48 main:574] : INFO : Epoch 1599 | loss: 0.0312529 | val_loss: 0.0312532 | Time: 1702.4 ms [2021-05-12 08:36:50 main:574] : INFO : Epoch 1600 | loss: 0.0312522 | val_loss: 0.0312507 | Time: 1656.56 ms [2021-05-12 08:36:52 main:574] : INFO : Epoch 1601 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 1734.39 ms [2021-05-12 08:36:54 main:574] : INFO : Epoch 1602 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 1737.9 ms [2021-05-12 08:36:56 main:574] : INFO : Epoch 1603 | loss: 0.0312526 | val_loss: 0.0312553 | Time: 1719.24 ms [2021-05-12 08:36:57 main:574] : INFO : Epoch 1604 | loss: 0.0312522 | val_loss: 0.0312537 | Time: 1703.12 ms [2021-05-12 08:36:59 main:574] : INFO : Epoch 1605 | loss: 0.0312527 | val_loss: 0.0312549 | Time: 1712.67 ms [2021-05-12 08:37:01 main:574] : INFO : Epoch 1606 | loss: 0.0312516 | val_loss: 0.0312549 | Time: 1668.74 ms [2021-05-12 08:37:03 main:574] : INFO : Epoch 1607 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 1703.95 ms [2021-05-12 08:37:04 main:574] : INFO : Epoch 1608 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1694.84 ms [2021-05-12 08:37:06 main:574] : INFO : Epoch 1609 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1708.9 ms [2021-05-12 08:37:08 main:574] : INFO : Epoch 1610 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 1710.99 ms [2021-05-12 08:37:10 main:574] : INFO : Epoch 1611 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1667.42 ms [2021-05-12 08:37:11 main:574] : INFO : Epoch 1612 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1671.29 ms [2021-05-12 08:37:13 main:574] : INFO : Epoch 1613 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1710.6 ms [2021-05-12 08:37:15 main:574] : INFO : Epoch 1614 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1705.53 ms [2021-05-12 08:37:17 main:574] : INFO : Epoch 1615 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1714.59 ms [2021-05-12 08:37:18 main:574] : INFO : Epoch 1616 | loss: 0.0312517 | val_loss: 0.0312528 | Time: 1707.83 ms [2021-05-12 08:37:20 main:574] : INFO : Epoch 1617 | loss: 0.0312524 | val_loss: 0.0312512 | Time: 1653.5 ms [2021-05-12 08:37:22 main:574] : INFO : Epoch 1618 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1697.35 ms [2021-05-12 08:37:24 main:574] : INFO : Epoch 1619 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 1688.37 ms [2021-05-12 08:37:25 main:574] : INFO : Epoch 1620 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1710.9 ms [2021-05-12 08:37:27 main:574] : INFO : Epoch 1621 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1708.03 ms [2021-05-12 08:37:29 main:574] : INFO : Epoch 1622 | loss: 0.0312534 | val_loss: 0.0312508 | Time: 1716.35 ms [2021-05-12 08:37:31 main:574] : INFO : Epoch 1623 | loss: 0.0312531 | val_loss: 0.0312505 | Time: 1665.56 ms [2021-05-12 08:37:32 main:574] : INFO : Epoch 1624 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1698.18 ms [2021-05-12 08:37:34 main:574] : INFO : Epoch 1625 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1714.26 ms [2021-05-12 08:37:36 main:574] : INFO : Epoch 1626 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 1710.25 ms [2021-05-12 08:37:38 main:574] : INFO : Epoch 1627 | loss: 0.0312533 | val_loss: 0.0312532 | Time: 1697.54 ms [2021-05-12 08:37:39 main:574] : INFO : Epoch 1628 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1699.8 ms [2021-05-12 08:37:41 main:574] : INFO : Epoch 1629 | loss: 0.0312518 | val_loss: 0.0312525 | Time: 1656.06 ms [2021-05-12 08:37:43 main:574] : INFO : Epoch 1630 | loss: 0.0312516 | val_loss: 0.0312547 | Time: 1704.59 ms [2021-05-12 08:37:45 main:574] : INFO : Epoch 1631 | loss: 0.0312513 | val_loss: 0.0312522 | Time: 1688.29 ms [2021-05-12 08:37:46 main:574] : INFO : Epoch 1632 | loss: 0.031253 | val_loss: 0.0312518 | Time: 1676.33 ms [2021-05-12 08:37:48 main:574] : INFO : Epoch 1633 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1698.63 ms [2021-05-12 08:37:50 main:574] : INFO : Epoch 1634 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1675.53 ms [2021-05-12 08:37:52 main:574] : INFO : Epoch 1635 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1697.14 ms [2021-05-12 08:37:53 main:574] : INFO : Epoch 1636 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 1703.55 ms [2021-05-12 08:37:55 main:574] : INFO : Epoch 1637 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1750.81 ms [2021-05-12 08:37:57 main:574] : INFO : Epoch 1638 | loss: 0.0312522 | val_loss: 0.0312509 | Time: 1728.13 ms [2021-05-12 08:37:59 main:574] : INFO : Epoch 1639 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1717.22 ms [2021-05-12 08:38:00 main:574] : INFO : Epoch 1640 | loss: 0.0312508 | val_loss: 0.0312526 | Time: 1668.05 ms [2021-05-12 08:38:02 main:574] : INFO : Epoch 1641 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 1712.08 ms [2021-05-12 08:38:04 main:574] : INFO : Epoch 1642 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1703.52 ms [2021-05-12 08:38:06 main:574] : INFO : Epoch 1643 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 1713.92 ms [2021-05-12 08:38:07 main:574] : INFO : Epoch 1644 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1733.82 ms [2021-05-12 08:38:09 main:574] : INFO : Epoch 1645 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1716 ms [2021-05-12 08:38:11 main:574] : INFO : Epoch 1646 | loss: 0.0312516 | val_loss: 0.0312533 | Time: 1683.64 ms [2021-05-12 08:38:13 main:574] : INFO : Epoch 1647 | loss: 0.0312508 | val_loss: 0.0312542 | Time: 1684.48 ms [2021-05-12 08:38:15 main:574] : INFO : Epoch 1648 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1715.41 ms [2021-05-12 08:38:16 main:574] : INFO : Epoch 1649 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1704.28 ms [2021-05-12 08:38:18 main:574] : INFO : Epoch 1650 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1744.54 ms [2021-05-12 08:38:20 main:574] : INFO : Epoch 1651 | loss: 0.0312508 | val_loss: 0.0312565 | Time: 1673.85 ms [2021-05-12 08:38:22 main:574] : INFO : Epoch 1652 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 1714.65 ms [2021-05-12 08:38:23 main:574] : INFO : Epoch 1653 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1693.21 ms [2021-05-12 08:38:25 main:574] : INFO : Epoch 1654 | loss: 0.0312517 | val_loss: 0.0312558 | Time: 1723.05 ms [2021-05-12 08:38:27 main:574] : INFO : Epoch 1655 | loss: 0.0312524 | val_loss: 0.0312517 | Time: 1704.94 ms [2021-05-12 08:38:29 main:574] : INFO : Epoch 1656 | loss: 0.0312532 | val_loss: 0.0312518 | Time: 1702.85 ms [2021-05-12 08:38:30 main:574] : INFO : Epoch 1657 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 1692.56 ms [2021-05-12 08:38:32 main:574] : INFO : Epoch 1658 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1733.87 ms [2021-05-12 08:38:34 main:574] : INFO : Epoch 1659 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1742.61 ms [2021-05-12 08:38:36 main:574] : INFO : Epoch 1660 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1705.64 ms [2021-05-12 08:38:37 main:574] : INFO : Epoch 1661 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1684.83 ms [2021-05-12 08:38:39 main:574] : INFO : Epoch 1662 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1697.45 ms [2021-05-12 08:38:41 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1672.15 ms [2021-05-12 08:38:43 main:574] : INFO : Epoch 1664 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 1695.42 ms [2021-05-12 08:38:44 main:574] : INFO : Epoch 1665 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 1690.4 ms [2021-05-12 08:38:46 main:574] : INFO : Epoch 1666 | loss: 0.0312529 | val_loss: 0.0312536 | Time: 1708.02 ms [2021-05-12 08:38:48 main:574] : INFO : Epoch 1667 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1703.41 ms [2021-05-12 08:38:50 main:574] : INFO : Epoch 1668 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1678.24 ms [2021-05-12 08:38:51 main:574] : INFO : Epoch 1669 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1698.12 ms [2021-05-12 08:38:53 main:574] : INFO : Epoch 1670 | loss: 0.0312519 | val_loss: 0.031254 | Time: 1704.73 ms [2021-05-12 08:38:55 main:574] : INFO : Epoch 1671 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 1728.17 ms [2021-05-12 08:38:57 main:574] : INFO : Epoch 1672 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1718.91 ms [2021-05-12 08:38:59 main:574] : INFO : Epoch 1673 | loss: 0.0312509 | val_loss: 0.0312537 | Time: 1706.26 ms [2021-05-12 08:39:00 main:574] : INFO : Epoch 1674 | loss: 0.0312522 | val_loss: 0.0312506 | Time: 1671.49 ms [2021-05-12 08:39:02 main:574] : INFO : Epoch 1675 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1716.21 ms [2021-05-12 08:39:04 main:574] : INFO : Epoch 1676 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1706.85 ms [2021-05-12 08:39:06 main:574] : INFO : Epoch 1677 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 1681.97 ms [2021-05-12 08:39:07 main:574] : INFO : Epoch 1678 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 1704.71 ms [2021-05-12 08:39:09 main:574] : INFO : Epoch 1679 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1716.77 ms [2021-05-12 08:39:11 main:574] : INFO : Epoch 1680 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 1674.42 ms [2021-05-12 08:39:13 main:574] : INFO : Epoch 1681 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1697.73 ms [2021-05-12 08:39:14 main:574] : INFO : Epoch 1682 | loss: 0.0312524 | val_loss: 0.0312523 | Time: 1697.21 ms [2021-05-12 08:39:16 main:574] : INFO : Epoch 1683 | loss: 0.031252 | val_loss: 0.0312547 | Time: 1729.94 ms [2021-05-12 08:39:18 main:574] : INFO : Epoch 1684 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 1715.45 ms [2021-05-12 08:39:20 main:574] : INFO : Epoch 1685 | loss: 0.0312518 | val_loss: 0.0312521 | Time: 1698.59 ms [2021-05-12 08:39:21 main:574] : INFO : Epoch 1686 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1680.3 ms [2021-05-12 08:39:23 main:574] : INFO : Epoch 1687 | loss: 0.0312525 | val_loss: 0.0312556 | Time: 1708.6 ms [2021-05-12 08:39:25 main:574] : INFO : Epoch 1688 | loss: 0.0312534 | val_loss: 0.0312511 | Time: 1702.53 ms [2021-05-12 08:39:27 main:574] : INFO : Epoch 1689 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 1709.49 ms [2021-05-12 08:39:28 main:574] : INFO : Epoch 1690 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 1698.5 ms [2021-05-12 08:39:30 main:574] : INFO : Epoch 1691 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1668.89 ms [2021-05-12 08:39:32 main:574] : INFO : Epoch 1692 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1722.67 ms [2021-05-12 08:39:34 main:574] : INFO : Epoch 1693 | loss: 0.0312507 | val_loss: 0.031253 | Time: 1709.51 ms [2021-05-12 08:39:35 main:574] : INFO : Epoch 1694 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 1703.49 ms [2021-05-12 08:39:37 main:574] : INFO : Epoch 1695 | loss: 0.031252 | val_loss: 0.0312506 | Time: 1710.62 ms [2021-05-12 08:39:39 main:574] : INFO : Epoch 1696 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 1730.49 ms [2021-05-12 08:39:41 main:574] : INFO : Epoch 1697 | loss: 0.0312529 | val_loss: 0.031253 | Time: 1675.22 ms [2021-05-12 08:39:42 main:574] : INFO : Epoch 1698 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 1707.88 ms [2021-05-12 08:39:44 main:574] : INFO : Epoch 1699 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1704.14 ms [2021-05-12 08:39:46 main:574] : INFO : Epoch 1700 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1694.68 ms [2021-05-12 08:39:48 main:574] : INFO : Epoch 1701 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1699.64 ms [2021-05-12 08:39:49 main:574] : INFO : Epoch 1702 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1683.01 ms [2021-05-12 08:39:51 main:574] : INFO : Epoch 1703 | loss: 0.0312515 | val_loss: 0.0312522 | Time: 1691.59 ms [2021-05-12 08:39:53 main:574] : INFO : Epoch 1704 | loss: 0.0312521 | val_loss: 0.0312506 | Time: 1712.5 ms [2021-05-12 08:39:55 main:574] : INFO : Epoch 1705 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1737.44 ms [2021-05-12 08:39:57 main:574] : INFO : Epoch 1706 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1723.1 ms [2021-05-12 08:39:58 main:574] : INFO : Epoch 1707 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1702.07 ms [2021-05-12 08:40:00 main:574] : INFO : Epoch 1708 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1653.09 ms [2021-05-12 08:40:02 main:574] : INFO : Epoch 1709 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 1707.18 ms [2021-05-12 08:40:04 main:574] : INFO : Epoch 1710 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1718.63 ms [2021-05-12 08:40:05 main:574] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1730.54 ms [2021-05-12 08:40:07 main:574] : INFO : Epoch 1712 | loss: 0.0312507 | val_loss: 0.0312532 | Time: 1701.32 ms [2021-05-12 08:40:09 main:574] : INFO : Epoch 1713 | loss: 0.0312506 | val_loss: 0.0312535 | Time: 1724.8 ms [2021-05-12 08:40:11 main:574] : INFO : Epoch 1714 | loss: 0.031252 | val_loss: 0.0312539 | Time: 1673.81 ms [2021-05-12 08:40:12 main:574] : INFO : Epoch 1715 | loss: 0.0312519 | val_loss: 0.0312528 | Time: 1697.18 ms [2021-05-12 08:40:14 main:574] : INFO : Epoch 1716 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1695.39 ms [2021-05-12 08:40:16 main:574] : INFO : Epoch 1717 | loss: 0.031251 | val_loss: 0.0312539 | Time: 1707.72 ms [2021-05-12 08:40:18 main:574] : INFO : Epoch 1718 | loss: 0.0312521 | val_loss: 0.0312549 | Time: 1726.98 ms [2021-05-12 08:40:19 main:574] : INFO : Epoch 1719 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1686.47 ms [2021-05-12 08:40:21 main:574] : INFO : Epoch 1720 | loss: 0.0312508 | val_loss: 0.0312539 | Time: 1683.95 ms [2021-05-12 08:40:23 main:574] : INFO : Epoch 1721 | loss: 0.0312523 | val_loss: 0.0312564 | Time: 1695.89 ms [2021-05-12 08:40:25 main:574] : INFO : Epoch 1722 | loss: 0.031251 | val_loss: 0.031251 | Time: 1706.05 ms [2021-05-12 08:40:26 main:574] : INFO : Epoch 1723 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1738.47 ms [2021-05-12 08:40:28 main:574] : INFO : Epoch 1724 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 1736.69 ms [2021-05-12 08:40:30 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1683.61 ms [2021-05-12 08:40:32 main:574] : INFO : Epoch 1726 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1715.06 ms [2021-05-12 08:40:34 main:574] : INFO : Epoch 1727 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1684.79 ms [2021-05-12 08:40:35 main:574] : INFO : Epoch 1728 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1724.99 ms [2021-05-12 08:40:37 main:574] : INFO : Epoch 1729 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1696.55 ms [2021-05-12 08:40:39 main:574] : INFO : Epoch 1730 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1738.96 ms [2021-05-12 08:40:41 main:574] : INFO : Epoch 1731 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1671.08 ms [2021-05-12 08:40:42 main:574] : INFO : Epoch 1732 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1700.64 ms [2021-05-12 08:40:44 main:574] : INFO : Epoch 1733 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1721.16 ms [2021-05-12 08:40:46 main:574] : INFO : Epoch 1734 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1719.19 ms [2021-05-12 08:40:48 main:574] : INFO : Epoch 1735 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1709.9 ms [2021-05-12 08:40:49 main:574] : INFO : Epoch 1736 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1688.1 ms [2021-05-12 08:40:51 main:574] : INFO : Epoch 1737 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1684.42 ms [2021-05-12 08:40:53 main:574] : INFO : Epoch 1738 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1705.77 ms [2021-05-12 08:40:55 main:574] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1742.98 ms [2021-05-12 08:40:56 main:574] : INFO : Epoch 1740 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1690.28 ms [2021-05-12 08:40:58 main:574] : INFO : Epoch 1741 | loss: 0.031251 | val_loss: 0.0312533 | Time: 1716.85 ms [2021-05-12 08:41:00 main:574] : INFO : Epoch 1742 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1677.1 ms [2021-05-12 08:41:02 main:574] : INFO : Epoch 1743 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1714.2 ms [2021-05-12 08:41:03 main:574] : INFO : Epoch 1744 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1685.15 ms [2021-05-12 08:41:05 main:574] : INFO : Epoch 1745 | loss: 0.031251 | val_loss: 0.0312529 | Time: 1696.31 ms [2021-05-12 08:41:07 main:574] : INFO : Epoch 1746 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 1717 ms [2021-05-12 08:41:09 main:574] : INFO : Epoch 1747 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1701.59 ms [2021-05-12 08:41:10 main:574] : INFO : Epoch 1748 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1669.98 ms [2021-05-12 08:41:12 main:574] : INFO : Epoch 1749 | loss: 0.0312521 | val_loss: 0.0312503 | Time: 1712.85 ms [2021-05-12 08:41:14 main:574] : INFO : Epoch 1750 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1735.43 ms [2021-05-12 08:41:16 main:574] : INFO : Epoch 1751 | loss: 0.0312535 | val_loss: 0.0312514 | Time: 1691.52 ms [2021-05-12 08:41:18 main:574] : INFO : Epoch 1752 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1693.63 ms [2021-05-12 08:41:19 main:574] : INFO : Epoch 1753 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1703.56 ms [2021-05-12 08:41:21 main:574] : INFO : Epoch 1754 | loss: 0.0312512 | val_loss: 0.031252 | Time: 1683.3 ms [2021-05-12 08:41:23 main:574] : INFO : Epoch 1755 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1720.7 ms [2021-05-12 08:41:25 main:574] : INFO : Epoch 1756 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1715.92 ms [2021-05-12 08:41:26 main:574] : INFO : Epoch 1757 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1707.98 ms [2021-05-12 08:41:28 main:574] : INFO : Epoch 1758 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1756.71 ms [2021-05-12 08:41:30 main:574] : INFO : Epoch 1759 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1680.8 ms [2021-05-12 08:41:32 main:574] : INFO : Epoch 1760 | loss: 0.031252 | val_loss: 0.0312505 | Time: 1687.35 ms [2021-05-12 08:41:33 main:574] : INFO : Epoch 1761 | loss: 0.031251 | val_loss: 0.0312518 | Time: 1680.11 ms [2021-05-12 08:41:35 main:574] : INFO : Epoch 1762 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1731.84 ms [2021-05-12 08:41:37 main:574] : INFO : Epoch 1763 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1702.15 ms [2021-05-12 08:41:39 main:574] : INFO : Epoch 1764 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1727.58 ms [2021-05-12 08:41:41 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1681.39 ms [2021-05-12 08:41:42 main:574] : INFO : Epoch 1766 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1712.67 ms [2021-05-12 08:41:44 main:574] : INFO : Epoch 1767 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1729.82 ms [2021-05-12 08:41:46 main:574] : INFO : Epoch 1768 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 1706.89 ms [2021-05-12 08:41:48 main:574] : INFO : Epoch 1769 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1686.05 ms [2021-05-12 08:41:49 main:574] : INFO : Epoch 1770 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1694.85 ms [2021-05-12 08:41:51 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1677.68 ms [2021-05-12 08:41:53 main:574] : INFO : Epoch 1772 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1702.2 ms [2021-05-12 08:41:55 main:574] : INFO : Epoch 1773 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1694.19 ms [2021-05-12 08:41:56 main:574] : INFO : Epoch 1774 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1679.45 ms [2021-05-12 08:41:58 main:574] : INFO : Epoch 1775 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1705.88 ms [2021-05-12 08:42:00 main:574] : INFO : Epoch 1776 | loss: 0.0312511 | val_loss: 0.0312529 | Time: 1692.18 ms [2021-05-12 08:42:02 main:574] : INFO : Epoch 1777 | loss: 0.0312519 | val_loss: 0.031252 | Time: 1692.68 ms [2021-05-12 08:42:03 main:574] : INFO : Epoch 1778 | loss: 0.0312517 | val_loss: 0.0312509 | Time: 1698.28 ms [2021-05-12 08:42:05 main:574] : INFO : Epoch 1779 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1706.53 ms [2021-05-12 08:42:07 main:574] : INFO : Epoch 1780 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1748.3 ms [2021-05-12 08:42:09 main:574] : INFO : Epoch 1781 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1730.39 ms [2021-05-12 08:42:10 main:574] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1684.73 ms [2021-05-12 08:42:12 main:574] : INFO : Epoch 1783 | loss: 0.031251 | val_loss: 0.0312576 | Time: 1721.17 ms [2021-05-12 08:42:14 main:574] : INFO : Epoch 1784 | loss: 0.0312529 | val_loss: 0.0312553 | Time: 1716.02 ms [2021-05-12 08:42:16 main:574] : INFO : Epoch 1785 | loss: 0.0312526 | val_loss: 0.0312504 | Time: 1733.5 ms [2021-05-12 08:42:18 main:574] : INFO : Epoch 1786 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 1693.97 ms [2021-05-12 08:42:19 main:574] : INFO : Epoch 1787 | loss: 0.0312522 | val_loss: 0.031254 | Time: 1702.22 ms [2021-05-12 08:42:21 main:574] : INFO : Epoch 1788 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 1689.82 ms [2021-05-12 08:42:23 main:574] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1699.86 ms [2021-05-12 08:42:25 main:574] : INFO : Epoch 1790 | loss: 0.0312508 | val_loss: 0.0312539 | Time: 1697.89 ms [2021-05-12 08:42:26 main:574] : INFO : Epoch 1791 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 1732.52 ms [2021-05-12 08:42:28 main:574] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1694.88 ms [2021-05-12 08:42:30 main:574] : INFO : Epoch 1793 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1681.74 ms [2021-05-12 08:42:32 main:574] : INFO : Epoch 1794 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1695.94 ms [2021-05-12 08:42:33 main:574] : INFO : Epoch 1795 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1723.09 ms [2021-05-12 08:42:35 main:574] : INFO : Epoch 1796 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 1712.1 ms [2021-05-12 08:42:37 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1703.58 ms [2021-05-12 08:42:39 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1706.33 ms [2021-05-12 08:42:40 main:574] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1660.45 ms [2021-05-12 08:42:42 main:574] : INFO : Epoch 1800 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1747.5 ms [2021-05-12 08:42:44 main:574] : INFO : Epoch 1801 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1726.15 ms [2021-05-12 08:42:46 main:574] : INFO : Epoch 1802 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1711.07 ms [2021-05-12 08:42:47 main:574] : INFO : Epoch 1803 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 1711.92 ms [2021-05-12 08:42:49 main:574] : INFO : Epoch 1804 | loss: 0.0312523 | val_loss: 0.0312521 | Time: 1716.83 ms [2021-05-12 08:42:51 main:574] : INFO : Epoch 1805 | loss: 0.0312521 | val_loss: 0.0312555 | Time: 1674.87 ms [2021-05-12 08:42:53 main:574] : INFO : Epoch 1806 | loss: 0.031251 | val_loss: 0.03125 | Time: 1726.88 ms [2021-05-12 08:42:55 main:574] : INFO : Epoch 1807 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1717.42 ms [2021-05-12 08:42:56 main:574] : INFO : Epoch 1808 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1715.47 ms [2021-05-12 08:42:58 main:574] : INFO : Epoch 1809 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1700.31 ms [2021-05-12 08:43:00 main:574] : INFO : Epoch 1810 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1678.19 ms [2021-05-12 08:43:02 main:574] : INFO : Epoch 1811 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1679.22 ms [2021-05-12 08:43:03 main:574] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1712.96 ms [2021-05-12 08:43:05 main:574] : INFO : Epoch 1813 | loss: 0.031251 | val_loss: 0.0312523 | Time: 1736.24 ms [2021-05-12 08:43:07 main:574] : INFO : Epoch 1814 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1702.89 ms [2021-05-12 08:43:09 main:574] : INFO : Epoch 1815 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1699.81 ms [2021-05-12 08:43:10 main:574] : INFO : Epoch 1816 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1662.33 ms [2021-05-12 08:43:12 main:574] : INFO : Epoch 1817 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1683.64 ms [2021-05-12 08:43:14 main:574] : INFO : Epoch 1818 | loss: 0.0312526 | val_loss: 0.0312553 | Time: 1716.92 ms [2021-05-12 08:43:16 main:574] : INFO : Epoch 1819 | loss: 0.0312524 | val_loss: 0.0312534 | Time: 1685.36 ms [2021-05-12 08:43:17 main:574] : INFO : Epoch 1820 | loss: 0.0312511 | val_loss: 0.0312535 | Time: 1706.56 ms [2021-05-12 08:43:19 main:574] : INFO : Epoch 1821 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1700.99 ms [2021-05-12 08:43:21 main:574] : INFO : Epoch 1822 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1691.03 ms [2021-05-12 08:43:23 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1694.36 ms [2021-05-12 08:43:24 main:574] : INFO : Epoch 1824 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1722.87 ms [2021-05-12 08:43:26 main:574] : INFO : Epoch 1825 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 1709.14 ms [2021-05-12 08:43:28 main:574] : INFO : Epoch 1826 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1721.65 ms [2021-05-12 08:43:30 main:574] : INFO : Epoch 1827 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1671.19 ms [2021-05-12 08:43:31 main:574] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 1692.99 ms [2021-05-12 08:43:33 main:574] : INFO : Epoch 1829 | loss: 0.0312514 | val_loss: 0.0312534 | Time: 1717.5 ms [2021-05-12 08:43:35 main:574] : INFO : Epoch 1830 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 1738.49 ms [2021-05-12 08:43:37 main:574] : INFO : Epoch 1831 | loss: 0.031253 | val_loss: 0.0312505 | Time: 1713.97 ms [2021-05-12 08:43:38 main:574] : INFO : Epoch 1832 | loss: 0.031252 | val_loss: 0.0312521 | Time: 1696.95 ms [2021-05-12 08:43:40 main:574] : INFO : Epoch 1833 | loss: 0.0312511 | val_loss: 0.0312527 | Time: 1651.06 ms [2021-05-12 08:43:42 main:574] : INFO : Epoch 1834 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1712.92 ms [2021-05-12 08:43:44 main:574] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312523 | Time: 1728.86 ms [2021-05-12 08:43:45 main:574] : INFO : Epoch 1836 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1697.77 ms [2021-05-12 08:43:47 main:574] : INFO : Epoch 1837 | loss: 0.0312512 | val_loss: 0.0312528 | Time: 1720.98 ms [2021-05-12 08:43:49 main:574] : INFO : Epoch 1838 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1706.17 ms [2021-05-12 08:43:51 main:574] : INFO : Epoch 1839 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 1667.03 ms [2021-05-12 08:43:52 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1694.82 ms [2021-05-12 08:43:54 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1700.81 ms [2021-05-12 08:43:56 main:574] : INFO : Epoch 1842 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1689.16 ms [2021-05-12 08:43:58 main:574] : INFO : Epoch 1843 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 1678.14 ms [2021-05-12 08:43:59 main:574] : INFO : Epoch 1844 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1684.7 ms [2021-05-12 08:44:01 main:574] : INFO : Epoch 1845 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1690.49 ms [2021-05-12 08:44:03 main:574] : INFO : Epoch 1846 | loss: 0.031251 | val_loss: 0.0312519 | Time: 1723.78 ms [2021-05-12 08:44:05 main:574] : INFO : Epoch 1847 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 1706.7 ms [2021-05-12 08:44:07 main:574] : INFO : Epoch 1848 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1722.48 ms [2021-05-12 08:44:08 main:574] : INFO : Epoch 1849 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1705.56 ms [2021-05-12 08:44:10 main:574] : INFO : Epoch 1850 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1673.84 ms [2021-05-12 08:44:12 main:574] : INFO : Epoch 1851 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1681.08 ms [2021-05-12 08:44:14 main:574] : INFO : Epoch 1852 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1705.46 ms [2021-05-12 08:44:15 main:574] : INFO : Epoch 1853 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1681.52 ms [2021-05-12 08:44:17 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1706.73 ms [2021-05-12 08:44:19 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.031251 | Time: 1719.4 ms [2021-05-12 08:44:20 main:574] : INFO : Epoch 1856 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1656.27 ms [2021-05-12 08:44:22 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1691.85 ms [2021-05-12 08:44:24 main:574] : INFO : Epoch 1858 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1728.99 ms [2021-05-12 08:44:26 main:574] : INFO : Epoch 1859 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1707.99 ms [2021-05-12 08:44:28 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1710.16 ms [2021-05-12 08:44:29 main:574] : INFO : Epoch 1861 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1677.7 ms [2021-05-12 08:44:31 main:574] : INFO : Epoch 1862 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1667.71 ms [2021-05-12 08:44:33 main:574] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1701.92 ms [2021-05-12 08:44:34 main:574] : INFO : Epoch 1864 | loss: 0.0312514 | val_loss: 0.0312526 | Time: 1698.61 ms [2021-05-12 08:44:36 main:574] : INFO : Epoch 1865 | loss: 0.0312527 | val_loss: 0.0312551 | Time: 1710.48 ms [2021-05-12 08:44:38 main:574] : INFO : Epoch 1866 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1711.14 ms [2021-05-12 08:44:40 main:574] : INFO : Epoch 1867 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1665.02 ms [2021-05-12 08:44:42 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1692.56 ms [2021-05-12 08:44:43 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1710.41 ms [2021-05-12 08:44:45 main:574] : INFO : Epoch 1870 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1706.53 ms [2021-05-12 08:44:47 main:574] : INFO : Epoch 1871 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1721.58 ms [2021-05-12 08:44:49 main:574] : INFO : Epoch 1872 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1721.39 ms [2021-05-12 08:44:50 main:574] : INFO : Epoch 1873 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1663.98 ms [2021-05-12 08:44:52 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1716.18 ms [2021-05-12 08:44:54 main:574] : INFO : Epoch 1875 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1695.32 ms [2021-05-12 08:44:56 main:574] : INFO : Epoch 1876 | loss: 0.0312512 | val_loss: 0.0312514 | Time: 1736.87 ms [2021-05-12 08:44:57 main:574] : INFO : Epoch 1877 | loss: 0.0312552 | val_loss: 0.0312622 | Time: 1714.73 ms [2021-05-12 08:44:59 main:574] : INFO : Epoch 1878 | loss: 0.0312744 | val_loss: 0.0312518 | Time: 1708.97 ms [2021-05-12 08:45:01 main:574] : INFO : Epoch 1879 | loss: 0.0312535 | val_loss: 0.0312521 | Time: 1675.08 ms [2021-05-12 08:45:03 main:574] : INFO : Epoch 1880 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1699.51 ms [2021-05-12 08:45:04 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1702.13 ms [2021-05-12 08:45:06 main:574] : INFO : Epoch 1882 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1712.17 ms [2021-05-12 08:45:08 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1747.47 ms [2021-05-12 08:45:10 main:574] : INFO : Epoch 1884 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1687.18 ms [2021-05-12 08:45:12 main:574] : INFO : Epoch 1885 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1699.95 ms [2021-05-12 08:45:13 main:574] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1704.45 ms [2021-05-12 08:45:15 main:574] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1693.7 ms [2021-05-12 08:45:17 main:574] : INFO : Epoch 1888 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1706.41 ms [2021-05-12 08:45:19 main:574] : INFO : Epoch 1889 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1694.92 ms [2021-05-12 08:45:20 main:574] : INFO : Epoch 1890 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1657.82 ms [2021-05-12 08:45:22 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1723.74 ms [2021-05-12 08:45:24 main:574] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1713.94 ms [2021-05-12 08:45:26 main:574] : INFO : Epoch 1893 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1711.09 ms [2021-05-12 08:45:27 main:574] : INFO : Epoch 1894 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1708.99 ms [2021-05-12 08:45:29 main:574] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1690.82 ms [2021-05-12 08:45:31 main:574] : INFO : Epoch 1896 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1690.47 ms [2021-05-12 08:45:33 main:574] : INFO : Epoch 1897 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1691 ms [2021-05-12 08:45:34 main:574] : INFO : Epoch 1898 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1719.33 ms [2021-05-12 08:45:36 main:574] : INFO : Epoch 1899 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1684.13 ms [2021-05-12 08:45:38 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1692.58 ms [2021-05-12 08:45:40 main:574] : INFO : Epoch 1901 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1695.74 ms [2021-05-12 08:45:41 main:574] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1680.49 ms [2021-05-12 08:45:43 main:574] : INFO : Epoch 1903 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1726.24 ms [2021-05-12 08:45:45 main:574] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1701.61 ms [2021-05-12 08:45:47 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1704.96 ms [2021-05-12 08:45:48 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1748.26 ms [2021-05-12 08:45:50 main:574] : INFO : Epoch 1907 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1672.67 ms [2021-05-12 08:45:52 main:574] : INFO : Epoch 1908 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1690.62 ms [2021-05-12 08:45:54 main:574] : INFO : Epoch 1909 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1720.68 ms [2021-05-12 08:45:55 main:574] : INFO : Epoch 1910 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1697.37 ms [2021-05-12 08:45:57 main:574] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1693.14 ms [2021-05-12 08:45:59 main:574] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1709.89 ms [2021-05-12 08:46:01 main:574] : INFO : Epoch 1913 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1665.91 ms [2021-05-12 08:46:02 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1714.58 ms [2021-05-12 08:46:04 main:574] : INFO : Epoch 1915 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1691.15 ms [2021-05-12 08:46:06 main:574] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1732.76 ms [2021-05-12 08:46:08 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1718.35 ms [2021-05-12 08:46:09 main:574] : INFO : Epoch 1918 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1702.47 ms [2021-05-12 08:46:11 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312527 | Time: 1705.24 ms [2021-05-12 08:46:13 main:574] : INFO : Epoch 1920 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1725.58 ms [2021-05-12 08:46:15 main:574] : INFO : Epoch 1921 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1720.13 ms [2021-05-12 08:46:17 main:574] : INFO : Epoch 1922 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1714.45 ms [2021-05-12 08:46:18 main:574] : INFO : Epoch 1923 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1694.95 ms [2021-05-12 08:46:20 main:574] : INFO : Epoch 1924 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1680.23 ms [2021-05-12 08:46:22 main:574] : INFO : Epoch 1925 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1700.79 ms [2021-05-12 08:46:24 main:574] : INFO : Epoch 1926 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1695.23 ms [2021-05-12 08:46:25 main:574] : INFO : Epoch 1927 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1710.04 ms [2021-05-12 08:46:27 main:574] : INFO : Epoch 1928 | loss: 0.031251 | val_loss: 0.0312525 | Time: 1703.85 ms [2021-05-12 08:46:29 main:574] : INFO : Epoch 1929 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1697.68 ms [2021-05-12 08:46:30 main:574] : INFO : Epoch 1930 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1654.13 ms [2021-05-12 08:46:32 main:574] : INFO : Epoch 1931 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1704.37 ms [2021-05-12 08:46:34 main:574] : INFO : Epoch 1932 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1706.55 ms [2021-05-12 08:46:36 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1698.57 ms [2021-05-12 08:46:38 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1722.37 ms [2021-05-12 08:46:39 main:574] : INFO : Epoch 1935 | loss: 0.0312511 | val_loss: 0.0312518 | Time: 1700.7 ms [2021-05-12 08:46:41 main:574] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1682.09 ms [2021-05-12 08:46:43 main:574] : INFO : Epoch 1937 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1745.61 ms [2021-05-12 08:46:45 main:574] : INFO : Epoch 1938 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1724.87 ms [2021-05-12 08:46:46 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1686.35 ms [2021-05-12 08:46:48 main:574] : INFO : Epoch 1940 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1719.32 ms [2021-05-12 08:46:50 main:574] : INFO : Epoch 1941 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1662.97 ms [2021-05-12 08:46:52 main:574] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1675.4 ms [2021-05-12 08:46:53 main:574] : INFO : Epoch 1943 | loss: 0.03125 | val_loss: 0.03125 | Time: 1688.14 ms [2021-05-12 08:46:55 main:574] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1707.71 ms [2021-05-12 08:46:57 main:574] : INFO : Epoch 1945 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1706.4 ms [2021-05-12 08:46:59 main:574] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1685.98 ms [2021-05-12 08:47:00 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1656.93 ms [2021-05-12 08:47:02 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1703.37 ms [2021-05-12 08:47:04 main:574] : INFO : Epoch 1949 | loss: 0.0312508 | val_loss: 0.03125 | Time: 1706.78 ms [2021-05-12 08:47:06 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1714.23 ms [2021-05-12 08:47:07 main:574] : INFO : Epoch 1951 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1699.13 ms [2021-05-12 08:47:09 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1695.4 ms [2021-05-12 08:47:11 main:574] : INFO : Epoch 1953 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1677.26 ms [2021-05-12 08:47:13 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1697.85 ms [2021-05-12 08:47:14 main:574] : INFO : Epoch 1955 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1678.33 ms [2021-05-12 08:47:16 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1738.26 ms [2021-05-12 08:47:18 main:574] : INFO : Epoch 1957 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1736.44 ms [2021-05-12 08:47:20 main:574] : INFO : Epoch 1958 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1681.33 ms [2021-05-12 08:47:21 main:574] : INFO : Epoch 1959 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1696.74 ms [2021-05-12 08:47:23 main:574] : INFO : Epoch 1960 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1691.59 ms [2021-05-12 08:47:25 main:574] : INFO : Epoch 1961 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1715.14 ms [2021-05-12 08:47:27 main:574] : INFO : Epoch 1962 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 1688.12 ms [2021-05-12 08:47:28 main:574] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1692.57 ms [2021-05-12 08:47:30 main:574] : INFO : Epoch 1964 | loss: 0.0312556 | val_loss: 0.0312651 | Time: 1676.57 ms [2021-05-12 08:47:32 main:574] : INFO : Epoch 1965 | loss: 0.0312568 | val_loss: 0.0312507 | Time: 1697.93 ms [2021-05-12 08:47:34 main:574] : INFO : Epoch 1966 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1722.44 ms [2021-05-12 08:47:35 main:574] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1688.45 ms [2021-05-12 08:47:37 main:574] : INFO : Epoch 1968 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1727.27 ms [2021-05-12 08:47:39 main:574] : INFO : Epoch 1969 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1702.3 ms [2021-05-12 08:47:41 main:574] : INFO : Epoch 1970 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 1647.93 ms [2021-05-12 08:47:42 main:574] : INFO : Epoch 1971 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1721.6 ms [2021-05-12 08:47:44 main:574] : INFO : Epoch 1972 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1701.28 ms [2021-05-12 08:47:46 main:574] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.0312532 | Time: 1710.82 ms [2021-05-12 08:47:48 main:574] : INFO : Epoch 1974 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1713.01 ms [2021-05-12 08:47:50 main:574] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1691.64 ms [2021-05-12 08:47:51 main:574] : INFO : Epoch 1976 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1672.4 ms [2021-05-12 08:47:53 main:574] : INFO : Epoch 1977 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1730.65 ms [2021-05-12 08:47:55 main:574] : INFO : Epoch 1978 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1734.23 ms [2021-05-12 08:47:57 main:574] : INFO : Epoch 1979 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 1696.45 ms [2021-05-12 08:47:58 main:574] : INFO : Epoch 1980 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1711.9 ms [2021-05-12 08:48:00 main:574] : INFO : Epoch 1981 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1670.52 ms [2021-05-12 08:48:02 main:574] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1699.95 ms [2021-05-12 08:48:04 main:574] : INFO : Epoch 1983 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 1718.64 ms [2021-05-12 08:48:05 main:574] : INFO : Epoch 1984 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1729.08 ms [2021-05-12 08:48:07 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1723.5 ms [2021-05-12 08:48:09 main:574] : INFO : Epoch 1986 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1694.07 ms [2021-05-12 08:48:11 main:574] : INFO : Epoch 1987 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1675.72 ms [2021-05-12 08:48:12 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1708.52 ms [2021-05-12 08:48:14 main:574] : INFO : Epoch 1989 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1733.27 ms [2021-05-12 08:48:16 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1683.62 ms [2021-05-12 08:48:18 main:574] : INFO : Epoch 1991 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1683.78 ms [2021-05-12 08:48:19 main:574] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1703.01 ms [2021-05-12 08:48:21 main:574] : INFO : Epoch 1993 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 1676.15 ms [2021-05-12 08:48:23 main:574] : INFO : Epoch 1994 | loss: 0.0312516 | val_loss: 0.0312535 | Time: 1709.65 ms [2021-05-12 08:48:25 main:574] : INFO : Epoch 1995 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1711.57 ms [2021-05-12 08:48:26 main:574] : INFO : Epoch 1996 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 1710.61 ms [2021-05-12 08:48:28 main:574] : INFO : Epoch 1997 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1700.28 ms [2021-05-12 08:48:30 main:574] : INFO : Epoch 1998 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1697.16 ms [2021-05-12 08:48:32 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1687.69 ms [2021-05-12 08:48:33 main:574] : INFO : Epoch 2000 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1704.22 ms [2021-05-12 08:48:35 main:574] : INFO : Epoch 2001 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1721.31 ms [2021-05-12 08:48:37 main:574] : INFO : Epoch 2002 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1692.79 ms [2021-05-12 08:48:39 main:574] : INFO : Epoch 2003 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1717.4 ms [2021-05-12 08:48:40 main:574] : INFO : Epoch 2004 | loss: 0.0312505 | val_loss: 0.031252 | Time: 1663.78 ms [2021-05-12 08:48:42 main:574] : INFO : Epoch 2005 | loss: 0.0312521 | val_loss: 0.03125 | Time: 1692.36 ms [2021-05-12 08:48:44 main:574] : INFO : Epoch 2006 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1694.93 ms [2021-05-12 08:48:46 main:574] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1723.47 ms [2021-05-12 08:48:48 main:574] : INFO : Epoch 2008 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1700.41 ms [2021-05-12 08:48:49 main:574] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1705.19 ms [2021-05-12 08:48:51 main:574] : INFO : Epoch 2010 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1683.83 ms [2021-05-12 08:48:53 main:574] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1722.19 ms [2021-05-12 08:48:55 main:574] : INFO : Epoch 2012 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1716.59 ms [2021-05-12 08:48:56 main:574] : INFO : Epoch 2013 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1710.66 ms [2021-05-12 08:48:58 main:574] : INFO : Epoch 2014 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 1697.98 ms [2021-05-12 08:49:00 main:574] : INFO : Epoch 2015 | loss: 0.031252 | val_loss: 0.03125 | Time: 1687.17 ms [2021-05-12 08:49:02 main:574] : INFO : Epoch 2016 | loss: 0.0312511 | val_loss: 0.031253 | Time: 1666.57 ms [2021-05-12 08:49:03 main:574] : INFO : Epoch 2017 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1709.44 ms [2021-05-12 08:49:05 main:574] : INFO : Epoch 2018 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1685.29 ms [2021-05-12 08:49:07 main:574] : INFO : Epoch 2019 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1727.91 ms [2021-05-12 08:49:09 main:574] : INFO : Epoch 2020 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1698.07 ms [2021-05-12 08:49:10 main:574] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1679.25 ms [2021-05-12 08:49:12 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.03125 | Time: 1683.11 ms [2021-05-12 08:49:14 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 1709.37 ms [2021-05-12 08:49:16 main:574] : INFO : Epoch 2024 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1727.92 ms [2021-05-12 08:49:17 main:574] : INFO : Epoch 2025 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1710.69 ms [2021-05-12 08:49:19 main:574] : INFO : Epoch 2026 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1713.89 ms [2021-05-12 08:49:21 main:574] : INFO : Epoch 2027 | loss: 0.0312514 | val_loss: 0.0312607 | Time: 1686.98 ms [2021-05-12 08:49:23 main:574] : INFO : Epoch 2028 | loss: 0.031253 | val_loss: 0.0312504 | Time: 1700.7 ms [2021-05-12 08:49:24 main:574] : INFO : Epoch 2029 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1713.68 ms [2021-05-12 08:49:26 main:574] : INFO : Epoch 2030 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1692.71 ms [2021-05-12 08:49:28 main:574] : INFO : Epoch 2031 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 1745.98 ms [2021-05-12 08:49:30 main:574] : INFO : Epoch 2032 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1690.03 ms [2021-05-12 08:49:31 main:574] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1701.99 ms [2021-05-12 08:49:33 main:574] : INFO : Epoch 2034 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1684.68 ms [2021-05-12 08:49:35 main:574] : INFO : Epoch 2035 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1701.47 ms [2021-05-12 08:49:37 main:574] : INFO : Epoch 2036 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1682.52 ms [2021-05-12 08:49:38 main:574] : INFO : Epoch 2037 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1721 ms [2021-05-12 08:49:40 main:574] : INFO : Epoch 2038 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1681.85 ms [2021-05-12 08:49:42 main:574] : INFO : Epoch 2039 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1714.17 ms [2021-05-12 08:49:44 main:574] : INFO : Epoch 2040 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1722.92 ms [2021-05-12 08:49:45 main:574] : INFO : Epoch 2041 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1710.36 ms [2021-05-12 08:49:47 main:574] : INFO : Epoch 2042 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1700.95 ms [2021-05-12 08:49:49 main:574] : INFO : Epoch 2043 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1687.21 ms [2021-05-12 08:49:51 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1686.15 ms [2021-05-12 08:49:53 main:574] : INFO : Epoch 2045 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1734.71 ms [2021-05-12 08:49:54 main:574] : INFO : Epoch 2046 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1703.08 ms [2021-05-12 08:49:56 main:574] : INFO : Epoch 2047 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1701.22 ms [2021-05-12 08:49:58 main:574] : INFO : Epoch 2048 | loss: 0.0312565 | val_loss: 0.0312565 | Time: 1712.82 ms [2021-05-12 08:49:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312565 [2021-05-12 08:49:58 main:603] : INFO : Saving end state to config to file [2021-05-12 08:49:58 main:608] : INFO : Success, exiting.. 08:49:58 (6896): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)